Brandon Tran

According to our database, Brandon Tran authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

PAL: A Variability-Aware Policy for Scheduling ML Workloads in GPU Clusters.

Rutwik Jain, Brandon Tran, Keting Chen, Matthew D. Sinclair, Shivaram Venkataraman

Proceedings of the International Conference for High Performance Computing, 2024

2022

Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems.

Prasoon Sinha, Akhil Guliani, Rutwik Jain, Brandon Tran, Matthew D. Sinclair, Shivaram Venkataraman

Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021

Exploring Means to Enhance the Efficiency of GPU Bitmap Index Query Processing.

Brandon Tran, Brennan Schaffner, Joseph M. Myre, Jason Sawin, David Chiu

Data Sci. Eng., 2021

2020

Increasing the Efficiency of GPU Bitmap Index Query Processing.

Brandon Tran, Brennan Schaffner, Jason Sawin, Joseph M. Myre, David Chiu

Proceedings of the Database Systems for Advanced Applications, 2020

2019

Computer Vision with a Single (Robust) Classifier.

Shibani Santurkar, Dimitris Tsipras, Brandon Tran, Andrew Ilyas, Logan Engstrom, Aleksander Madry

CoRR, 2019

Learning Perceptually-Aligned Representations via Adversarial Robustness.

Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Brandon Tran, Aleksander Madry

CoRR, 2019

The Sub-Exponential Transition for the Chromatic Generalized Ramsey Numbers.

Choongbum Lee, Brandon Tran

Comb., 2019

Domain Adaptation for Enterprise Email Search.

Brandon Tran, Maryam Karimzadehgan, Rama Kumar Pasumarthi, Michael Bendersky, Donald Metzler

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Image Synthesis with a Single (Robust) Classifier.

Shibani Santurkar, Andrew Ilyas, Dimitris Tsipras, Logan Engstrom, Brandon Tran, Aleksander Madry

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Adversarial Examples Are Not Bugs, They Are Features.

Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Logan Engstrom, Brandon Tran, Aleksander Madry

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Exploring the Landscape of Spatial Robustness.

Logan Engstrom, Brandon Tran, Dimitris Tsipras, Ludwig Schmidt, Aleksander Madry

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Spectral Signatures in Backdoor Attacks.

Brandon Tran, Jerry Li, Aleksander Madry

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2015

Circular planar electrical networks: Posets and positivity.

Joshua Alman, Carl Lian, Brandon Tran

J. Comb. Theory A, 2015